CircuitNet: An Open-Source Dataset for Machine Learning in VLSI CAD Applications With Improved Domain-Specific Evaluation Metric and Learning Strategies.
Zhuomin ChaiYuxiang ZhaoWei LiuYibo LinRunsheng WangRu HuangPublished in: IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. (2023)
Keyphrases
- learning strategies
- evaluation metrics
- open source
- domain specific
- machine learning
- active learning
- human learning
- precision and recall
- online learning
- general purpose
- evaluation measures
- instructional materials
- reinforcement learning
- learning to rank
- computer based instruction
- mental models
- information extraction
- design process
- classification accuracy
- learning environment
- training data
- decision trees
- feature selection